Carl-Johann Simon-Gabriel
Carl-Johann Simon-Gabriel
Max-Planck-Institute for Intelligent Systems
Verified email at tuebingen.mpg.de - Homepage
TitleCited byYear
Adagan: Boosting generative models
IO Tolstikhin, S Gelly, O Bousquet, CJ Simon-Gabriel, B Schölkopf
Advances in Neural Information Processing Systems, 5424-5433, 2017
992017
Prediction of human population responses to toxic compounds by a collaborative competition
F Eduati, LM Mangravite, T Wang, H Tang, JC Bare, R Huang, T Norman, ...
Nature biotechnology 33 (9), 933, 2015
742015
From optimal transport to generative modeling: the VEGAN cookbook
O Bousquet, S Gelly, I Tolstikhin, CJ Simon-Gabriel, B Schoelkopf
arXiv preprint arXiv:1705.07642, 2017
462017
Adversarial vulnerability of neural networks increases with input dimension
CJ Simon-Gabriel, Y Ollivier, L Bottou, B Schölkopf, D Lopez-Paz
arXiv preprint arXiv:1802.01421, 2018
232018
Kernel Distribution Embeddings: Universal Kernels, Characteristic Kernels and Kernel Metrics on Distributions
CJ Simon-Gabriel, B Schölkopf
Journal of Machine Learning Research 19 (44), 1-29, 2018
172018
Modeling confounding by half-sibling regression
B Schölkopf, DW Hogg, D Wang, D Foreman-Mackey, D Janzing, ...
Proceedings of the National Academy of Sciences 113 (27), 7391-7398, 2016
152016
Removing systematic errors for exoplanet search via latent causes
B Schölkopf, D Hogg, D Wang, D Foreman-Mackey, D Janzing, ...
International Conference on Machine Learning, 2218-2226, 2015
72015
Consistent kernel mean estimation for functions of random variables
CJ Simon-Gabriel, A Scibior, I Tolstikhin, B Schölkopf
Advances in Neural Information Processing Systems, 1732-1740, 2016
32016
First-order adversarial vulnerability of neural networks and input dimension
CJ Simon-Gabriel, Y Ollivier, L Bottou, B Schölkopf, D Lopez-Paz
International Conference on Machine Learning, 5809-5817, 2019
22019
Distribution-Dissimilarities in Machine Learning
CJ Simon-Gabriel
Eberhard Karls Universität Tübingen Tübingen, 2018
2018
Bootstrat: Population Informed Bootstrapping for Rare Variant Tests
H Huang, GM Peloso, D Howrigan, B Rakitsch, CJ Simon-Gabriel, ...
bioRxiv, 068999, 2016
2016
The system can't perform the operation now. Try again later.
Articles 1–11